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amj-methods

Agent skill frombrycewang-stanford/Awesome-Journal-Skills

Use when the research design and method are the bottleneck for an Academy of Management Journal (AMJ) manuscript — matching design (archival, survey, experiment, multi-method, field) and level of analysis to the theoretical question. Designs the study; it does not run the estimation or validity checks (amj-data-analysis).

How to install amj-methods

install amj-methods
# install the Awesome-Journal-Skills pack with the skills CLI
npx skills add brycewang-stanford/Awesome-Journal-Skills

# or add only this skill to Claude Code: copy the folder

Academy-of-Management-Journal-Skills/skills/amj-methods/

# into

~/.claude/skills/amj-methods/ (all projects)

.claude/skills/amj-methods/ (one project)

Academy-of-Management-Journal-Skills/skills/amj-methods/SKILL.md

MITFull file
1# Research Design & Methods (amj-methods)
2
3## When to trigger
4
5- The design may not match the theory's level, timing, or causal claim
6- Data are single-source, single-wave, and self-reported (common-method bias risk)
7- The theory is causal but the design is cross-sectional/correlational
8- Constructs lack established, validated measures
9- A reviewer says "the design cannot test this hypothesis" or "endogeneity is unaddressed"
10
11## Match the design to the question
12
13AMJ explicitly welcomes **all empirical methods** — qualitative, quantitative, field, laboratory, meta-analytic, and mixed. The bar is *fit and rigor*, not a single preferred method, and qualitative designs are held to an equally demanding standard (the Eisenhardt multiple-case approach and the Gioia methodology for grounded qualitative rigor are the field's reference points).
14
15| Theoretical claim | Design that earns it |
16|--------------------------------------------|----------------------------------------------------------|
17| Causal effect of a manipulable cause | Experiment (lab/field/online), or natural experiment |
18| Process unfolding over time | Multi-wave panel; longitudinal/lagged design |
19| Firm/strategy outcomes from archival cause | Panel archival with fixed effects + endogeneity strategy |
20| Cross-level mechanism (e.g., team→indiv.) | Multilevel/nested data with HLM-appropriate structure |
21…

Excerpt shown under the repository's MIT license.

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